J. Michael Spector

  • Regents Professor of Learning Technologies; Former Department Chair, University of North Texas

[email protected]

scholar.google.com/citations?user=Ucl-2j8AAAAJ

orcid.org/0000-0002-6270-3073

Impact Metrics
17,837
Total Citations
10
PR Journals
54
h-index
198
i10-index
0
Top Conf
4
Other Works
Awards & Honors
Regents’ Professorship

University of North Texas

2023
Outstanding International Research Collaboration Award (TICL SIG)

American Educational Research Association (AERA) – Technology, Instruction, Cognition & Learning SIG

2017
Leadership Fellow

University of North Texas

2013
Academic Icon

University of Malaya

2013
J. Michael Spector Appreciation Award

Association for Educational Communications and Technology (AECT)

2012
Distinguished Service Award

Association for Educational Communications and Technology (AECT)

2011
President, Association for Educational Communications and Technology (AECT)

Association for Educational Communications and Technology (AECT)

2010
Annual Achievement Award

Association for Educational Communications and Technology (AECT)

2006
IBSTPI Fellow

International Board of Standards for Training, Performance and Instruction (IBSTPI)

2006
Outstanding Book Award (AECT) – Instructor Competencies: Standards for Face‑to‑Face, Online and Blended Settings

Association for Educational Communications and Technology (AECT)

2005
ETR&D Research Reviewer Award

Educational Technology Research & Development (AECT/Springer)

2002
Fulbright Senior Scholar (U.S. Scholar Program)

Fulbright Program (University of Bergen, Norway)

1996
Air Force Association Outstanding Civilian Senior Manager of the Year

Air Force Association (USA)

1996
Federal Laboratory Consortium Award for Excellence in Technology Transfer

Federal Laboratory Consortium (USA)

1996
Air Force Association Scientist of the Year

Air Force Association (USA)

1993
Distinguished Research Award

Jacksonville State University

1989
Past Positions

Professor and Chair, Department of Learning Technologies, University of North Texas

2012–2014

Professor; Research Scientist, Learning and Performance Support Laboratory; Doctoral Program Coordinator (LDT), University of Georgia

2009–2011

Associate Director, Learning Systems Institute; Professor, Educational Psychology and Learning Systems, Florida State University

2004–2008

Professor and Chair, Instructional Design, Development & Evaluation (IDD&E), Syracuse University

2000–2004

Professor and Director, Educational Information Science & Technology Research Program, University of Bergen

1997–2000

Professor II, Agder University College

1997–2000

Professor II, Göteborg University

1997–2000

Senior Scientist, Instructional Systems Research Branch, United States Air Force Armstrong Laboratory

1991–1997

Assistant/Associate Professor, Department of Mathematics, Computer & Information Sciences, Jacksonville State University

1984–1991

Senior Systems Programmer, National Solar Observatory (Tower Telescope)

1983–1984

Systems Analyst, Cubic Corporation (ACMI Site, Holloman AFB)

1981–1983

Instructor, Philosophy, El Paso Community College

1978–1981

Lecturer, Department of Philosophy, The University of Texas at Austin

1972–1978

Volunteer Teacher, Sherut La’am (Volunteer Service), Kiryat Shemona, Israel

1971–1972

Junior Analyst, IBM Systems Development Division Laboratory (Boulder, CO)

1970–1972

Intelligence Officer, United States Air Force (13th Air Force, Clark AB, Philippines)

1967–1970
Education
BS, International Affairs (Psychology/Philosophy)
United States Air Force Academy (1967)
PhD, Philosophy (Epistemology/Logic)
The University of Texas at Austin (1978)
Biography

J. Michael Spector is an American scholar of educational technology and Regents Professor of Learning Technologies at the University of North Texas (UNT). His work focuses on intelligent support for instructional design, system‑dynamics‑based learning environments, assessing learning in complex domains, distance learning, and technology integration. He previously served as Professor at the University of Georgia and Florida State University, chaired the IDD&E program at Syracuse University, was Professor and Director of Educational Information Science & Technology Research at the University of Bergen (Norway), and was a Senior Scientist with the U.S. Air Force Armstrong Laboratory. Spector is Past‑President of the Association for Educational Communications and Technology (AECT) and long‑time Development Section Editor for Educational Technology Research & Development. He has co‑edited major field references including the 3rd and 4th editions of the Handbook of Research on Educational Communications and Technology and the SAGE Encyclopedia of Educational Technology.

Theories & Frameworks
IBSTPI Instructor Competencies

A competency framework specifying knowledge, skills, and attitudes required for effective instruction across face‑to‑face, online, and blended contexts, including performance indicators and assessment guidance. Developed through international expert input and validation to support instructor development and certification.

Introduced: 2001
Research Interests
  • Artificial Intelligence in Education
  • Assessment
  • Learning Sciences
  • Performance Support
  • Systems Thinking in Education
  • Technology Integration
Peer-reviewed Journal Articles & Top Conference Papers
10

Education and Information Technologies • Journal

J. Michael Spector

Applying the Technology Satisfaction Model to survey data from 928 students across five Chinese universities, the study found that computer self‑efficacy and perceived ease of use and usefulness directly and indirectly impact satisfaction with online learning platforms. Regional differences moderated these associations, offering guidance for improving service quality, equity, and contingency planning in online higher education.

DOI 260 citations

Smart Learning Environments • Journal

J. Michael Spector

Reviewing 56 studies, this article analyzes how terms such as personalized learning, adaptive learning, individualized instruction, and customized learning are used in the research literature. The review clarifies definitions, maps overlaps and distinctions among terms, and motivates a more unified vocabulary to support synthesis and future meta‑analyses in the personalized learning domain.

DOI 344 citations

Smart Learning Environments • Journal

J. Michael Spector

This paper articulates a pedagogy of personalized adaptive learning (PAL) enabled by smart learning environments. It analyzes the two pillars—personalized learning and adaptive learning—identifies core elements (individual characteristics, performance, personal development, and adaptive adjustment), and presents a PAL framework along with a learning‑path recommendation model informed by data‑driven decision‑making.

DOI 278 citations

Educational Technology & Society • Journal

J. Michael Spector, Dirk Ifenthaler

Based on deliberations of EDUsummIT 2015 Working Group 5, this synthesis focuses on technology‑enhanced formative assessment to support inquiry‑ and problem‑based learning. It discusses feedback sources (teacher, self, peer), evidence‑centered design, and automation to strengthen assessment for and of learning, concluding with recommendations for future research and practice.

Link 255 citations

Smart Learning Environments • Journal

J. Michael Spector

The article proposes a foundational framework for smart learning environments (SLEs) grounded in advances in epistemology, psychology, and technology. It outlines necessary and desirable characteristics—such as effectiveness, efficiency, scalability, adaptivity, and personalization—and discusses evaluation approaches to support large‑scale, sustainable implementations of SLEs.

DOI 262 citations

Educational Technology & Society • Journal

J. Michael Spector

Synthesizing the 2011 Horizon Report and an NSF‑funded Roadmap for Education Technology—along with reports from IEEE TCLT and the STELLAR Network of Excellence—this article identifies promising areas (e.g., personalized learning, mobile technologies, learning analytics) and highlights enablers (dynamic formative assessment) and barriers (accessibility, personalizability, policy). It offers implications for research and evaluation to advance credible improvement in technology‑supported learning.

Link 187 citations

Teaching and Teacher Education • Journal

J. Michael Spector

This exploratory mixed‑methods study investigated how teachers’ beliefs relate to their technology integration practices. With 22 teachers from a four‑year professional development project, the authors examined relations among (a) beliefs about knowledge and learning, (b) beliefs about effective teaching, and (c) actual technology integration. Results describe specific relationships and provide implications for professional development, including suggestions for facilitating belief change to support more robust, classroom‑embedded technology use.

DOI 1,562 citations

Educational Technology Research and Development • Journal

J. Michael Spector, Dirk Ifenthaler

The paper introduces Highly Integrated Model Assessment Technology and Tools (HIMATT), a web‑based suite for assessing development of complex cognitive skills via model‑based representations. The authors describe functions of the system, illustrate applications in educational and workplace settings, and argue that HIMATT scales beyond laboratory use to support practical, automated assessment of mental models.

DOI 201 citations

Distance Education • Journal

J. Michael Spector

Using expert judgments, this study prioritized eight online instructor roles to inform competency‑based teacher education. Pedagogical roles received the highest priority, followed by professional, evaluator, social facilitator, technologist, advisor, administrator, and researcher roles. The findings guide emphasis in teacher preparation programs and inform role‑based competency frameworks for online instruction.

DOI 556 citations

Educational Technology Research and Development • Journal

J. Michael Spector, Gilly Salmon

Reporting outcomes of a two‑day international workshop, this paper frames online teaching from competency, humanistic, and cognitive perspectives and advances a competency‑based approach. It proposes a starting point for defining online teaching competences associated with interaction and networked technologies and discusses implications for specifying, assessing, and developing online teaching capabilities.

DOI 910 citations
Other Works
4

Routledge (Taylor & Francis) • Book

J. Michael Spector

A revised, expanded introduction to educational technology that integrates theories of human performance, learning and development, information and communications, and instructional design. New to the 3rd edition are treatments of AI, learning analytics, mixed realities, micro‑credentialing, security/privacy, and diversity, equity, and inclusion, with problem‑centered activities for graduate study and practice.

DOI 547 citations

Routledge (Taylor & Francis) • Book

J. Michael Spector

An edited volume that convenes leading scholars to bridge the learning sciences and instructional design/technology communities. Chapters compare goals and methodologies across traditions, surface tensions, propose resolutions, and lay foundations for sustained, collaborative advancement in designing effective support for learning.

2014
Handbook of Research on Educational Communications and Technology (4th ed.)

Springer • Book

M.J. Bishop, J. Michael Spector

Fourth edition of AECT’s foundational research compendium on educational communications and technology, co‑edited by Bishop with Spector, Merrill, and Elen, consolidating advances in theory, research, and design across subfields. citeturn8view0

Information Age Publishing (for IBSTPI) • Book

J. Michael Spector, Dr. James D. Klein, Barbara L. Grabowski

This IBSTPI standards reference articulates validated competencies for instructors across face‑to‑face, online, and blended environments, including associated performance statements and assessment guidance. It supports certification, professional development, and program design aligned with evidence‑based instructional practice.

Link 216 citations